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TalkRL: The Reinforcement Learning Podcast

by Robin Ranjit Singh Chauhan
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Latest episodes

  • Thomas Frost on Clinical RL with Natural Timings

    August 14, 2026 · 1 hr 27 min

    Dr Thomas Frost is an emergency physician based in London, UK. He is also in the final stages of completing a PhD at University College London, where he has been looking at offline reinforcement learning applied to healthcare…

  • Danijar Hafner on Dreamer v4

    November 10, 2025 · 1 hr 41 min

    Danijar Hafner was a Research Scientist at Google DeepMind until recently. Featured References    Training Agents Inside of Scalable World Models [ blog ]  Danijar Hafner, Wilson Yan, Timothy Lillicrap One Step Diffusion via Shortcut…

  • David Abel on the Science of Agency @ RLDM 2025

    September 8, 2025 · 60 min

    David Abel is a Senior Research Scientist at DeepMind on the Agency team, and an Honorary Fellow at the University of Edinburgh. His research blends computer science and philosophy, exploring foundational questions about reinforcement…

  • Jake Beck, Alex Goldie, & Cornelius Braun on Sutton's OaK, Metalearning, LLMs, Squirrels @ RLC 2025

    August 19, 2025 · 12 min

    Recorded at Reinforcement Learning Conference 2025 at University of Alberta, Edmonton Alberta Canada. Featured ReferencesLecture on the Oak Architecture, Rich Sutton Alberta Plan, Rich Sutton with Mike Bowling and Patrick Pilarski…

  • Outstanding Paper Award Winners - 2/2 @ RLC 2025

    August 18, 2025 · 14 min

    We caught up with the RLC Outstanding Paper award winners for your listening pleasure. Recorded on location at Reinforcement Learning Conference 2025, at University of Alberta, in Edmonton Alberta Canada in August 2025. Featured…

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  • Outstanding Paper Award Winners - 1/2 @ RLC 2025

    August 15, 2025 · 7 min

    We caught up with the RLC Outstanding Paper award winners for your listening pleasure.  Recorded on location at Reinforcement Learning Conference 2025, at University of Alberta, in Edmonton Alberta Canada in August 2025. Featured…

  • Thomas Akam on Model-based RL in the Brain

    August 4, 2025 · 52 min

    Prof Thomas Akam is a Neuroscientist at the Oxford University Department of Experimental Psychology.  He is a Wellcome Career Development Fellow and Associate Professor at the University of Oxford, and leads the Cognitive Circuits research…

  • Stefano Albrecht on Multi-Agent RL @ RLDM 2025

    July 22, 2025 · 32 min

    Stefano V. Albrecht was previously Associate Professor at the University of Edinburgh, and is currently serving as Director of AI at startup Deepflow. He is a Program Chair of RLDM 2025 and is co-author of the MIT Press textbook…

  • Satinder Singh: The Origin Story of RLDM @ RLDM 2025

    June 25, 2025 · 6 min

    Professor Satinder Singh of Google DeepMind and U of Michigan is co-founder of RLDM.  Here he narrates the origin story of the Reinforcement Learning and Decision Making meeting (not conference). Recorded on location at Trinity College…

  • NeurIPS 2024 - Posters and Hallways 3

    March 9, 2025 · 10 min

    Posters and Hallway episodes are short interviews and poster summaries.  Recorded at NeurIPS 2024 in Vancouver BC Canada.    Featuring   Claire Bizon Monroc from Inria: WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm…

  • NeurIPS 2024 - Posters and Hallways 2

    March 5, 2025 · 9 min

    Posters and Hallway episodes are short interviews and poster summaries.  Recorded at NeurIPS 2024 in Vancouver BC Canada.    Featuring   Jonathan Cook from University of Oxford: Artificial Generational Intelligence: Cultural Accumulation…

  • NeurIPS 2024 - Posters and Hallways 1

    March 3, 2025 · 10 min

    Posters and Hallway episodes are short interviews and poster summaries.  Recorded at NeurIPS 2024 in Vancouver BC Canada.    Featuring   Jiaheng Hu of University of Texas: Disentangled Unsupervised Skill Discovery for Efficient…

Full episode archive on Apple Podcasts →

About the show

TalkRL podcast is All Reinforcement Learning, All the Time. In-depth interviews with brilliant people at the forefront of RL research and practice. Guests from places like MILA, OpenAI, MIT, DeepMind, Berkeley, Amii, Oxford, Google Research, Brown, Waymo, Caltech, and Vector Institute. Hosted by Robin Ranjit Singh Chauhan.